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recipe-generation
emifjo/recipe-generation
recipe-generation is a text generation model from emifjo. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt2
- Access
- Public
- Created
- Mar 14, 2023
- Updated
- Mar 25, 2023
- SHA
- 14e6719c
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Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
recipe-generation
This model is a fine-tuned version of distilgpt2 on the recipe_nlg_lite dataset. It achieves the following results on the evaluation set:
- Loss: 1.1698
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.4788 | 1.0 | 765 | 1.2349 |
| 1.2367 | 2.0 | 1530 | 1.1836 |
| 1.2134 | 3.0 | 2295 | 1.1698 |
Framework versions
- Transformers 4.27.3
- Pytorch 1.13.1+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- gpt2
- License
- apache-2.0
- Created
- Mar 14, 2023
- Updated
- Mar 25, 2023